Evidence map›Paper›PMID 39893383›Full record

ArticleBMC geriatrics2025

Understanding regular exercise behavior in frail older adults: a structural equation model based on social-cognitive variables.

Shiqi Yu, Jie Lin, Siping Song, Shuqi Huang, Fan Liu, Mingzhao Xiao

Abstract read
In one paragraph

Article in BMC geriatrics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Exercise Habits in Older Adults: A Scoping Review.Healthcare (Basel, Switzerland) · 2026
    Review
  4. Article
  5. Article
  6. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Shiqi YuState Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases & Department of Nursing, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China.
Jie LinState Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases & Department of Nursing, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China.
Siping SongState Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases & Department of Nursing, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China.
Shuqi HuangState Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases & Department of Nursing, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China.
Fan LiuState Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases & Department of Nursing, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China. samotj@163.com.
Mingzhao XiaoDepartment of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China. xmz.2004@163.com.

Funding

Sichuan Provincial Department of Science and Technology Project 2024JDKP0106
6 · The paper itself

Abstract

backgroundRegularly engaging in exercise has been recognized as the only therapy found to consistently manage frailty. This study applies structural equation modeling (SEM) to integrate the theoretical perspective of Social cognitive theory (SCT) to better understand and promote regular exercise behavior among frail older adults, providing a foundation for enhancing exercise engagement in this vulnerable population.

methodsA total of 306 frail older adults in Chengdu, China, were selected in this cross-sectional study. Participants completed the the FRAIL scale, the Self-Efficacy for Exercise (SEE) Scale, the behavioral regulation in exercise questionnaire (BREQ-2), the Outcome Expectations for Exercise (OEE), the Exercise Social Support (ESS) Scale. Structural equation modeling (SEM) was used to specify hypothesis between components of social-cognitive theory on regular exercise behavior among frail seniors.

resultsThe percentage of regular exercise behavior was 29.1% among participants. There were statistically significant differences in the regular exercise behavior for demographic characters of occupation, disposable monthly income, frail phenotype of fatigue, resistance and weight loss (p < 0.05). SEM showed that the exercise self-efficacy (β = 0.52, p < 0.001) and exercise outcome expectation (β = 0.45, p < 0.011) are the strongest determinants of regular exercise behavior, while social support (β = 0.092, p > 0.05) and self-regulation (β = 0.05, p > 0.05) are non-determinant.

conclusionOur study underscores that adherence to regular and structured exercise regimens remains low among frail older adults, suggesting that this population may not be fully benefiting from scientifically guided exercise programs. Integrating self-efficacy and outcome expectations into further exercise promotion is critical. Patient-centered approach is essential for developing more effective and sustainable exercise interventions.

Indexed as

CognitionExerciseFrail ElderlyHealth BehaviorAgedAged, 80 and overChinaCross-Sectional StudiesFemaleHumansLatent Class AnalysisMaleSelf EfficacySocial SupportSurveys and QuestionnairesFrailtyRegular exerciseSelf-efficacySocial cognitive theory (SCT)

Identifiers

PMID39893383
PMCPMC11786477

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.